Triple

T1333222
Position Surface form Disambiguated ID Type / Status
Subject Southern Thailand E28689 entity
Predicate hasProvince P285 FINISHED
Object Phatthalung province
Phatthalung province is a largely rural, mountainous province in southern Thailand known for its wetlands, traditional shadow-puppet theatre (Nang Talung), and rich cultural heritage.
 E181779 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Phatthalung province | Statement: [Southern Thailand, hasProvince, Phatthalung province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Phatthalung province
Context triple: [Southern Thailand, hasProvince, Phatthalung province]
  • A. Chumphon province
    Chumphon province is a coastal region in southern Thailand known as a gateway to the Gulf of Thailand and nearby islands, featuring long beaches, fishing communities, and rich marine life.
  • B. Mae Hong Son Province
    Mae Hong Son Province is a mountainous, remote region in northern Thailand known for its significant Karen population, misty landscapes, and forested border with Myanmar.
  • C. Nakhon Si Thammarat
    Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
  • D. Phang Nga province
    Phang Nga province is a coastal region in southern Thailand known for its dramatic limestone karst islands, marine national parks, and scenic Phang Nga Bay.
  • E. Ranong province
    Ranong province is a coastal province in southern Thailand known for its mountainous rainforest terrain, high rainfall, and location along the Andaman Sea near the Myanmar border.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Phatthalung province
Triple: [Southern Thailand, hasProvince, Phatthalung province]
Generated description
Phatthalung province is a largely rural, mountainous province in southern Thailand known for its wetlands, traditional shadow-puppet theatre (Nang Talung), and rich cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Phatthalung province
Target entity description: Phatthalung province is a largely rural, mountainous province in southern Thailand known for its wetlands, traditional shadow-puppet theatre (Nang Talung), and rich cultural heritage.
  • A. Chumphon province
    Chumphon province is a coastal region in southern Thailand known as a gateway to the Gulf of Thailand and nearby islands, featuring long beaches, fishing communities, and rich marine life.
  • B. Mae Hong Son Province
    Mae Hong Son Province is a mountainous, remote region in northern Thailand known for its significant Karen population, misty landscapes, and forested border with Myanmar.
  • C. Nakhon Si Thammarat
    Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
  • D. Phang Nga province
    Phang Nga province is a coastal region in southern Thailand known for its dramatic limestone karst islands, marine national parks, and scenic Phang Nga Bay.
  • E. Ranong province
    Ranong province is a coastal province in southern Thailand known for its mountainous rainforest terrain, high rainfall, and location along the Andaman Sea near the Myanmar border.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a498561a508190a3e1bc137c2b866a completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1e98900819092c54c0fb58b958a completed March 1, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad4684f09081909775a9967c1cc09f completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad4a9e2ad88190a1512be1cc5bf22c completed March 8, 2026, 10:08 a.m.
NED2 Entity disambiguation (via description) batch_69ad4e92dc9881909b0d93a94a54547e completed March 8, 2026, 10:25 a.m.
Created at: March 1, 2026, 7:55 p.m.